Dataset statistics
| Number of variables | 36 |
|---|---|
| Number of observations | 193 |
| Missing cells | 272 |
| Missing cells (%) | 3.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 60.4 KiB |
| Average record size in memory | 320.7 B |
Variable types
| Numeric | 35 |
|---|---|
| Unsupported | 1 |
df_index is highly correlated with objectid | High correlation |
objectid is highly correlated with df_index | High correlation |
latitude is highly correlated with longitude | High correlation |
longitude is highly correlated with latitude | High correlation |
temp is highly correlated with maxt and 9 other fields | High correlation |
maxt is highly correlated with temp and 9 other fields | High correlation |
dew is highly correlated with tmp_minus_2 and 4 other fields | High correlation |
humidity is highly correlated with temp and 4 other fields | High correlation |
tmp_plus_1 is highly correlated with temp and 10 other fields | High correlation |
tmp_plus_2 is highly correlated with temp and 8 other fields | High correlation |
tmp_minus_1 is highly correlated with temp and 10 other fields | High correlation |
tmp_minus_2 is highly correlated with temp and 8 other fields | High correlation |
precip_plus_1 is highly correlated with precip_plus_2 | High correlation |
precip_plus_2 is highly correlated with precip_plus_1 | High correlation |
maxt_plus_1 is highly correlated with temp and 8 other fields | High correlation |
maxt_plus_2 is highly correlated with temp and 7 other fields | High correlation |
maxt_minus_1 is highly correlated with temp and 9 other fields | High correlation |
maxt_minus_2 is highly correlated with temp and 8 other fields | High correlation |
dew_plus_1 is highly correlated with dew and 4 other fields | High correlation |
dew_plus_2 is highly correlated with dew and 4 other fields | High correlation |
dew_minus_1 is highly correlated with dew and 3 other fields | High correlation |
dew_minus_2 is highly correlated with dew and 4 other fields | High correlation |
humidity_plus_1 is highly correlated with humidity and 3 other fields | High correlation |
humidity_plus_2 is highly correlated with maxt_plus_2 and 2 other fields | High correlation |
humidity_minus_1 is highly correlated with humidity and 3 other fields | High correlation |
humidity_minus_2 is highly correlated with tmp_minus_2 and 3 other fields | High correlation |
df_index is highly correlated with objectid | High correlation |
objectid is highly correlated with df_index | High correlation |
latitude is highly correlated with longitude | High correlation |
longitude is highly correlated with latitude | High correlation |
temp is highly correlated with maxt and 11 other fields | High correlation |
maxt is highly correlated with temp and 9 other fields | High correlation |
dew is highly correlated with temp and 6 other fields | High correlation |
humidity is highly correlated with temp and 6 other fields | High correlation |
tmp_plus_1 is highly correlated with temp and 10 other fields | High correlation |
tmp_plus_2 is highly correlated with temp and 9 other fields | High correlation |
tmp_minus_1 is highly correlated with temp and 11 other fields | High correlation |
tmp_minus_2 is highly correlated with temp and 12 other fields | High correlation |
maxt_plus_1 is highly correlated with temp and 11 other fields | High correlation |
maxt_plus_2 is highly correlated with temp and 9 other fields | High correlation |
maxt_minus_1 is highly correlated with temp and 10 other fields | High correlation |
maxt_minus_2 is highly correlated with temp and 10 other fields | High correlation |
dew_plus_1 is highly correlated with temp and 7 other fields | High correlation |
dew_plus_2 is highly correlated with dew and 4 other fields | High correlation |
dew_minus_1 is highly correlated with dew and 4 other fields | High correlation |
dew_minus_2 is highly correlated with dew and 4 other fields | High correlation |
humidity_plus_1 is highly correlated with humidity and 2 other fields | High correlation |
humidity_plus_2 is highly correlated with humidity and 5 other fields | High correlation |
humidity_minus_1 is highly correlated with humidity and 4 other fields | High correlation |
humidity_minus_2 is highly correlated with tmp_minus_2 and 4 other fields | High correlation |
df_index is highly correlated with objectid | High correlation |
objectid is highly correlated with df_index | High correlation |
latitude is highly correlated with longitude | High correlation |
longitude is highly correlated with latitude | High correlation |
temp is highly correlated with maxt and 7 other fields | High correlation |
maxt is highly correlated with temp and 6 other fields | High correlation |
dew is highly correlated with dew_plus_1 and 2 other fields | High correlation |
humidity is highly correlated with humidity_plus_1 | High correlation |
tmp_plus_1 is highly correlated with temp and 6 other fields | High correlation |
tmp_plus_2 is highly correlated with temp and 4 other fields | High correlation |
tmp_minus_1 is highly correlated with temp and 5 other fields | High correlation |
tmp_minus_2 is highly correlated with temp and 3 other fields | High correlation |
maxt_plus_1 is highly correlated with temp and 4 other fields | High correlation |
maxt_plus_2 is highly correlated with maxt and 3 other fields | High correlation |
maxt_minus_1 is highly correlated with temp and 5 other fields | High correlation |
maxt_minus_2 is highly correlated with temp and 3 other fields | High correlation |
dew_plus_1 is highly correlated with dew and 1 other fields | High correlation |
dew_plus_2 is highly correlated with dew and 1 other fields | High correlation |
dew_minus_1 is highly correlated with dew and 1 other fields | High correlation |
dew_minus_2 is highly correlated with dew_minus_1 | High correlation |
humidity_plus_1 is highly correlated with humidity and 1 other fields | High correlation |
humidity_plus_2 is highly correlated with humidity_plus_1 | High correlation |
humidity_minus_1 is highly correlated with humidity_minus_2 | High correlation |
humidity_minus_2 is highly correlated with humidity_minus_1 | High correlation |
df_index is highly correlated with objectid | High correlation |
objectid is highly correlated with df_index and 1 other fields | High correlation |
discoveryacres is highly correlated with humidity and 2 other fields | High correlation |
latitude is highly correlated with longitude and 14 other fields | High correlation |
longitude is highly correlated with latitude and 20 other fields | High correlation |
temp is highly correlated with latitude and 18 other fields | High correlation |
maxt is highly correlated with latitude and 19 other fields | High correlation |
precip is highly correlated with latitude and 2 other fields | High correlation |
dew is highly correlated with latitude and 21 other fields | High correlation |
humidity is highly correlated with discoveryacres and 18 other fields | High correlation |
wgust is highly correlated with dew and 4 other fields | High correlation |
tmp_plus_1 is highly correlated with latitude and 22 other fields | High correlation |
tmp_plus_2 is highly correlated with latitude and 21 other fields | High correlation |
tmp_minus_1 is highly correlated with latitude and 18 other fields | High correlation |
tmp_minus_2 is highly correlated with latitude and 18 other fields | High correlation |
precip_plus_1 is highly correlated with precip_plus_2 | High correlation |
precip_plus_2 is highly correlated with precip and 4 other fields | High correlation |
precip_minus_2 is highly correlated with wgust_minus_2 | High correlation |
wgust_plus_1 is highly correlated with objectid and 7 other fields | High correlation |
wgust_plus_2 is highly correlated with dew and 9 other fields | High correlation |
wgust_minus_1 is highly correlated with longitude and 12 other fields | High correlation |
wgust_minus_2 is highly correlated with precip_minus_2 and 1 other fields | High correlation |
maxt_plus_1 is highly correlated with latitude and 18 other fields | High correlation |
maxt_plus_2 is highly correlated with latitude and 20 other fields | High correlation |
maxt_minus_1 is highly correlated with latitude and 18 other fields | High correlation |
maxt_minus_2 is highly correlated with longitude and 17 other fields | High correlation |
dew_plus_1 is highly correlated with longitude and 11 other fields | High correlation |
dew_plus_2 is highly correlated with latitude and 15 other fields | High correlation |
dew_minus_1 is highly correlated with latitude and 20 other fields | High correlation |
dew_minus_2 is highly correlated with longitude and 18 other fields | High correlation |
humidity_plus_1 is highly correlated with discoveryacres and 18 other fields | High correlation |
humidity_plus_2 is highly correlated with maxt and 14 other fields | High correlation |
humidity_minus_1 is highly correlated with latitude and 15 other fields | High correlation |
humidity_minus_2 is highly correlated with discoveryacres and 11 other fields | High correlation |
wgust has 50 (25.9%) missing values | Missing |
wgust_plus_1 has 57 (29.5%) missing values | Missing |
wgust_plus_2 has 56 (29.0%) missing values | Missing |
wgust_minus_1 has 51 (26.4%) missing values | Missing |
wgust_minus_2 has 58 (30.1%) missing values | Missing |
df_index is uniformly distributed | Uniform |
df_index has unique values | Unique |
objectid has unique values | Unique |
latitude has unique values | Unique |
longitude has unique values | Unique |
datetimestr is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
precip has 109 (56.5%) zeros | Zeros |
dew has 2 (1.0%) zeros | Zeros |
precip_plus_1 has 142 (73.6%) zeros | Zeros |
precip_plus_2 has 149 (77.2%) zeros | Zeros |
precip_minus_1 has 115 (59.6%) zeros | Zeros |
precip_minus_2 has 146 (75.6%) zeros | Zeros |
dew_plus_2 has 2 (1.0%) zeros | Zeros |
dew_minus_2 has 2 (1.0%) zeros | Zeros |
Reproduction
| Analysis started | 2022-05-10 12:06:16.434749 |
|---|---|
| Analysis finished | 2022-05-10 12:10:03.423864 |
| Duration | 3 minutes and 46.99 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
df_index
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIFORMUNIQUE| Distinct | 193 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 482.0259067 |
| Minimum | 2 |
|---|---|
| Maximum | 962 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 242 |
| median | 483 |
| Q3 | 722 |
| 95-th percentile | 914 |
| Maximum | 962 |
| Range | 960 |
| Interquartile range (IQR) | 480 |
Descriptive statistics
| Standard deviation | 279.2927719 |
|---|---|
| Coefficient of variation (CV) | 0.5794144423 |
| Kurtosis | -1.200013466 |
| Mean | 482.0259067 |
| Median Absolute Deviation (MAD) | 241 |
| Skewness | -0.0002808978232 |
| Sum | 93031 |
| Variance | 78004.45245 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 2 | 1 | 0.5% |
| 488 | 1 | 0.5% |
| 617 | 1 | 0.5% |
| 622 | 1 | 0.5% |
| 627 | 1 | 0.5% |
| 632 | 1 | 0.5% |
| 637 | 1 | 0.5% |
| 642 | 1 | 0.5% |
| 647 | 1 | 0.5% |
| 652 | 1 | 0.5% |
| Other values (183) | 183 |
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 7 | 1 | |
| 12 | 1 | |
| 17 | 1 | |
| 22 | 1 | |
| 27 | 1 | |
| 32 | 1 | |
| 37 | 1 | |
| 42 | 1 | |
| 47 | 1 |
| Value | Count | Frequency (%) |
| 962 | 1 | |
| 957 | 1 | |
| 952 | 1 | |
| 947 | 1 | |
| 942 | 1 | |
| 937 | 1 | |
| 932 | 1 | |
| 927 | 1 | |
| 922 | 1 | |
| 917 | 1 |
objectid
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 193 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13639.37824 |
| Minimum | 139 |
|---|---|
| Maximum | 28799 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 139 |
|---|---|
| 5-th percentile | 1231.6 |
| Q1 | 5352 |
| median | 12389 |
| Q3 | 22122 |
| 95-th percentile | 27867.8 |
| Maximum | 28799 |
| Range | 28660 |
| Interquartile range (IQR) | 16770 |
Descriptive statistics
| Standard deviation | 8964.862249 |
|---|---|
| Coefficient of variation (CV) | 0.6572779266 |
| Kurtosis | -1.311077656 |
| Mean | 13639.37824 |
| Median Absolute Deviation (MAD) | 8011 |
| Skewness | 0.1793850493 |
| Sum | 2632400 |
| Variance | 80368755.14 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 139 | 1 | 0.5% |
| 12471 | 1 | 0.5% |
| 17395 | 1 | 0.5% |
| 17497 | 1 | 0.5% |
| 17674 | 1 | 0.5% |
| 17854 | 1 | 0.5% |
| 18043 | 1 | 0.5% |
| 18086 | 1 | 0.5% |
| 18097 | 1 | 0.5% |
| 18331 | 1 | 0.5% |
| Other values (183) | 183 |
| Value | Count | Frequency (%) |
| 139 | 1 | |
| 287 | 1 | |
| 510 | 1 | |
| 716 | 1 | |
| 901 | 1 | |
| 924 | 1 | |
| 1018 | 1 | |
| 1021 | 1 | |
| 1077 | 1 | |
| 1207 | 1 |
| Value | Count | Frequency (%) |
| 28799 | 1 | |
| 28733 | 1 | |
| 28650 | 1 | |
| 28621 | 1 | |
| 28479 | 1 | |
| 28432 | 1 | |
| 28364 | 1 | |
| 28338 | 1 | |
| 28290 | 1 | |
| 28268 | 1 |
| Distinct | 15 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.34404145 |
| Minimum | 0.1 |
|---|---|
| Maximum | 12166 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.1 |
| median | 0.1 |
| Q3 | 0.1 |
| 95-th percentile | 1 |
| Maximum | 12166 |
| Range | 12165.9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 875.7063392 |
|---|---|
| Coefficient of variation (CV) | 13.8246048 |
| Kurtosis | 192.9993139 |
| Mean | 63.34404145 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.89240716 |
| Sum | 12225.4 |
| Variance | 766861.5926 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1 | 168 | |
| 1 | 4 | 2.1% |
| 0.2 | 4 | 2.1% |
| 0.5 | 3 | 1.6% |
| 0.3 | 3 | 1.6% |
| 0.25 | 2 | 1.0% |
| 0.75 | 1 | 0.5% |
| 12166 | 1 | 0.5% |
| 6 | 1 | 0.5% |
| 4.25 | 1 | 0.5% |
| Other values (5) | 5 | 2.6% |
| Value | Count | Frequency (%) |
| 0.1 | 168 | |
| 0.2 | 4 | 2.1% |
| 0.25 | 2 | 1.0% |
| 0.3 | 3 | 1.6% |
| 0.4 | 1 | 0.5% |
| 0.5 | 3 | 1.6% |
| 0.75 | 1 | 0.5% |
| 1 | 4 | 2.1% |
| 1.5 | 1 | 0.5% |
| 2 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 12166 | 1 | 0.5% |
| 12 | 1 | 0.5% |
| 8 | 1 | 0.5% |
| 6 | 1 | 0.5% |
| 4.25 | 1 | 0.5% |
| 2 | 1 | 0.5% |
| 1.5 | 1 | 0.5% |
| 1 | 4 | |
| 0.75 | 1 | 0.5% |
| 0.5 | 3 |
latitude
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 193 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.78391375 |
| Minimum | 34.11183 |
|---|---|
| Maximum | 41.9948 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 34.11183 |
|---|---|
| 5-th percentile | 36.2285738 |
| Q1 | 38.37304 |
| median | 40.19717 |
| Q3 | 41.36423 |
| 95-th percentile | 41.825312 |
| Maximum | 41.9948 |
| Range | 7.88297 |
| Interquartile range (IQR) | 2.99119 |
Descriptive statistics
| Standard deviation | 1.952525082 |
|---|---|
| Coefficient of variation (CV) | 0.04907825545 |
| Kurtosis | 0.1243398655 |
| Mean | 39.78391375 |
| Median Absolute Deviation (MAD) | 1.26183 |
| Skewness | -0.9723322423 |
| Sum | 7678.295354 |
| Variance | 3.812354195 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 38.76722 | 1 | 0.5% |
| 41.39331 | 1 | 0.5% |
| 41.8365 | 1 | 0.5% |
| 40.12841 | 1 | 0.5% |
| 41.1316 | 1 | 0.5% |
| 41.36393 | 1 | 0.5% |
| 41.40803 | 1 | 0.5% |
| 39.35934 | 1 | 0.5% |
| 41.7262 | 1 | 0.5% |
| 41.3343 | 1 | 0.5% |
| Other values (183) | 183 |
| Value | Count | Frequency (%) |
| 34.11183 | 1 | |
| 34.2135 | 1 | |
| 34.2588 | 1 | |
| 34.263 | 1 | |
| 34.32424 | 1 | |
| 35.46474 | 1 | |
| 35.47321 | 1 | |
| 36.104698 | 1 | |
| 36.20752 | 1 | |
| 36.227333 | 1 |
| Value | Count | Frequency (%) |
| 41.9948 | 1 | |
| 41.99177 | 1 | |
| 41.9818 | 1 | |
| 41.93745 | 1 | |
| 41.9197 | 1 | |
| 41.89752 | 1 | |
| 41.8534 | 1 | |
| 41.8467 | 1 | |
| 41.8365 | 1 | |
| 41.82998 | 1 |
| Distinct | 193 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -120.8358312 |
| Minimum | -123.874603 |
|---|---|
| Maximum | -114.168701 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 193 |
| Negative (%) | 100.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -123.874603 |
|---|---|
| 5-th percentile | -123.4054812 |
| Q1 | -122.4225 |
| median | -120.8267 |
| Q3 | -119.749199 |
| 95-th percentile | -118.0642822 |
| Maximum | -114.168701 |
| Range | 9.705902 |
| Interquartile range (IQR) | 2.673301 |
Descriptive statistics
| Standard deviation | 1.802999095 |
|---|---|
| Coefficient of variation (CV) | -0.01492106337 |
| Kurtosis | 0.442413192 |
| Mean | -120.8358312 |
| Median Absolute Deviation (MAD) | 1.2545 |
| Skewness | 0.5347985488 |
| Sum | -23321.31542 |
| Variance | 3.250805735 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -119.8167 | 1 | 0.5% |
| -121.4166 | 1 | 0.5% |
| -123.2504 | 1 | 0.5% |
| -120.729 | 1 | 0.5% |
| -122.1532 | 1 | 0.5% |
| -120.3238 | 1 | 0.5% |
| -121.359 | 1 | 0.5% |
| -120.7981 | 1 | 0.5% |
| -120.3401 | 1 | 0.5% |
| -121.7059 | 1 | 0.5% |
| Other values (183) | 183 |
| Value | Count | Frequency (%) |
| -123.874603 | 1 | |
| -123.6122 | 1 | |
| -123.5784 | 1 | |
| -123.55 | 1 | |
| -123.5078 | 1 | |
| -123.467903 | 1 | |
| -123.453 | 1 | |
| -123.441 | 1 | |
| -123.4399 | 1 | |
| -123.435303 | 1 |
| Value | Count | Frequency (%) |
| -114.168701 | 1 | |
| -115.4485 | 1 | |
| -115.5189 | 1 | |
| -116.7987 | 1 | |
| -116.864 | 1 | |
| -116.9172 | 1 | |
| -117.154 | 1 | |
| -117.9858 | 1 | |
| -117.9937 | 1 | |
| -118.001701 | 1 |
| Distinct | 116 |
|---|---|
| Distinct (%) | 60.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.06735751 |
| Minimum | 3 |
|---|---|
| Maximum | 31.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 9.14 |
| Q1 | 17.8 |
| median | 20.3 |
| Q3 | 23 |
| 95-th percentile | 27.7 |
| Maximum | 31.6 |
| Range | 28.6 |
| Interquartile range (IQR) | 5.2 |
Descriptive statistics
| Standard deviation | 5.27017174 |
|---|---|
| Coefficient of variation (CV) | 0.2626241017 |
| Kurtosis | 0.7659705551 |
| Mean | 20.06735751 |
| Median Absolute Deviation (MAD) | 2.6 |
| Skewness | -0.5962453816 |
| Sum | 3873 |
| Variance | 27.77471017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22.1 | 6 | 3.1% |
| 20.9 | 6 | 3.1% |
| 20.1 | 6 | 3.1% |
| 19.8 | 5 | 2.6% |
| 21.8 | 5 | 2.6% |
| 21.2 | 4 | 2.1% |
| 23 | 4 | 2.1% |
| 24.3 | 4 | 2.1% |
| 16.1 | 3 | 1.6% |
| 17.8 | 3 | 1.6% |
| Other values (106) | 147 |
| Value | Count | Frequency (%) |
| 3 | 1 | |
| 5.9 | 1 | |
| 6.1 | 1 | |
| 7.2 | 1 | |
| 7.4 | 1 | |
| 8.3 | 1 | |
| 8.4 | 1 | |
| 8.7 | 1 | |
| 8.8 | 1 | |
| 8.9 | 1 |
| Value | Count | Frequency (%) |
| 31.6 | 2 | |
| 31.4 | 1 | |
| 31.3 | 1 | |
| 31 | 1 | |
| 29.1 | 2 | |
| 28.5 | 1 | |
| 28.3 | 1 | |
| 28 | 1 | |
| 27.5 | 1 | |
| 27.3 | 2 |
| Distinct | 123 |
|---|---|
| Distinct (%) | 63.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.92746114 |
| Minimum | 5.6 |
|---|---|
| Maximum | 41.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 5.6 |
|---|---|
| 5-th percentile | 14.92 |
| Q1 | 25.3 |
| median | 28.9 |
| Q3 | 32.2 |
| 95-th percentile | 36.94 |
| Maximum | 41.2 |
| Range | 35.6 |
| Interquartile range (IQR) | 6.9 |
Descriptive statistics
| Standard deviation | 6.517614137 |
|---|---|
| Coefficient of variation (CV) | 0.2333765359 |
| Kurtosis | 0.5030457538 |
| Mean | 27.92746114 |
| Median Absolute Deviation (MAD) | 3.4 |
| Skewness | -0.7944090012 |
| Sum | 5390 |
| Variance | 42.47929404 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31.2 | 6 | 3.1% |
| 29.4 | 5 | 2.6% |
| 27.9 | 5 | 2.6% |
| 30.8 | 4 | 2.1% |
| 30 | 4 | 2.1% |
| 32.2 | 4 | 2.1% |
| 25.7 | 4 | 2.1% |
| 28.8 | 3 | 1.6% |
| 28.1 | 3 | 1.6% |
| 27.5 | 3 | 1.6% |
| Other values (113) | 152 |
| Value | Count | Frequency (%) |
| 5.6 | 1 | |
| 11.4 | 1 | |
| 11.5 | 1 | |
| 12.1 | 1 | |
| 12.3 | 1 | |
| 13 | 1 | |
| 13.7 | 1 | |
| 14.2 | 1 | |
| 14.3 | 1 | |
| 14.8 | 1 |
| Value | Count | Frequency (%) |
| 41.2 | 2 | |
| 38.7 | 1 | |
| 38.4 | 2 | |
| 37.8 | 1 | |
| 37.6 | 1 | |
| 37.2 | 1 | |
| 37.1 | 1 | |
| 37 | 1 | |
| 36.9 | 1 | |
| 36.7 | 1 |
| Distinct | 76 |
|---|---|
| Distinct (%) | 39.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.197046632 |
| Minimum | 0 |
|---|---|
| Maximum | 18.4 |
| Zeros | 109 |
| Zeros (%) | 56.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.3 |
| 95-th percentile | 5.502 |
| Maximum | 18.4 |
| Range | 18.4 |
| Interquartile range (IQR) | 1.3 |
Descriptive statistics
| Standard deviation | 2.639448744 |
|---|---|
| Coefficient of variation (CV) | 2.204967353 |
| Kurtosis | 16.64526906 |
| Mean | 1.197046632 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.64874212 |
| Sum | 231.03 |
| Variance | 6.96668967 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 109 | |
| 3.3 | 4 | 2.1% |
| 0.3 | 3 | 1.6% |
| 0.08 | 3 | 1.6% |
| 0.17 | 2 | 1.0% |
| 0.37 | 2 | 1.0% |
| 2.34 | 1 | 0.5% |
| 2.52 | 1 | 0.5% |
| 2.47 | 1 | 0.5% |
| 6.53 | 1 | 0.5% |
| Other values (66) | 66 |
| Value | Count | Frequency (%) |
| 0 | 109 | |
| 0.01 | 1 | 0.5% |
| 0.02 | 1 | 0.5% |
| 0.03 | 1 | 0.5% |
| 0.04 | 1 | 0.5% |
| 0.08 | 3 | 1.6% |
| 0.11 | 1 | 0.5% |
| 0.12 | 1 | 0.5% |
| 0.13 | 1 | 0.5% |
| 0.15 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 18.4 | 1 | |
| 16.29 | 1 | |
| 12.8 | 1 | |
| 10.79 | 1 | |
| 8.84 | 1 | |
| 8.44 | 1 | |
| 7.5 | 1 | |
| 6.92 | 1 | |
| 6.53 | 1 | |
| 5.52 | 1 |
| Distinct | 111 |
|---|---|
| Distinct (%) | 57.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.401036269 |
| Minimum | -5.7 |
|---|---|
| Maximum | 18.2 |
| Zeros | 2 |
| Zeros (%) | 1.0% |
| Negative | 10 |
| Negative (%) | 5.2% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -5.7 |
|---|---|
| 5-th percentile | -0.24 |
| Q1 | 5.4 |
| median | 9.4 |
| Q3 | 11.5 |
| 95-th percentile | 14.8 |
| Maximum | 18.2 |
| Range | 23.9 |
| Interquartile range (IQR) | 6.1 |
Descriptive statistics
| Standard deviation | 4.643319458 |
|---|---|
| Coefficient of variation (CV) | 0.5527079409 |
| Kurtosis | -0.1085357333 |
| Mean | 8.401036269 |
| Median Absolute Deviation (MAD) | 3.3 |
| Skewness | -0.524613129 |
| Sum | 1621.4 |
| Variance | 21.56041559 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.8 | 6 | 3.1% |
| 7.9 | 5 | 2.6% |
| 10.4 | 5 | 2.6% |
| 10.2 | 5 | 2.6% |
| 10.6 | 4 | 2.1% |
| 10.7 | 4 | 2.1% |
| 11.5 | 4 | 2.1% |
| 5.6 | 4 | 2.1% |
| 10.1 | 3 | 1.6% |
| 14.2 | 3 | 1.6% |
| Other values (101) | 150 |
| Value | Count | Frequency (%) |
| -5.7 | 1 | |
| -3.1 | 1 | |
| -3 | 1 | |
| -2.6 | 1 | |
| -1.4 | 1 | |
| -1.3 | 1 | |
| -1.2 | 1 | |
| -0.9 | 1 | |
| -0.7 | 1 | |
| -0.6 | 1 |
| Value | Count | Frequency (%) |
| 18.2 | 1 | |
| 17.8 | 1 | |
| 17.5 | 1 | |
| 16.5 | 1 | |
| 15.8 | 1 | |
| 15.6 | 1 | |
| 15.4 | 1 | |
| 15.2 | 1 | |
| 15.1 | 2 | |
| 14.6 | 1 |
| Distinct | 185 |
|---|---|
| Distinct (%) | 95.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.92834197 |
| Minimum | 22.02 |
|---|---|
| Maximum | 97.85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 22.02 |
|---|---|
| 5-th percentile | 30.148 |
| Q1 | 43.69 |
| median | 52.84 |
| Q3 | 59.05 |
| 95-th percentile | 81.122 |
| Maximum | 97.85 |
| Range | 75.83 |
| Interquartile range (IQR) | 15.36 |
Descriptive statistics
| Standard deviation | 14.73289306 |
|---|---|
| Coefficient of variation (CV) | 0.2783554616 |
| Kurtosis | 0.3676766485 |
| Mean | 52.92834197 |
| Median Absolute Deviation (MAD) | 8.07 |
| Skewness | 0.5099019771 |
| Sum | 10215.17 |
| Variance | 217.0581379 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 53.89 | 4 | 2.1% |
| 59.05 | 2 | 1.0% |
| 54.23 | 2 | 1.0% |
| 61.32 | 2 | 1.0% |
| 33.21 | 2 | 1.0% |
| 56.83 | 2 | 1.0% |
| 80.99 | 1 | 0.5% |
| 70.27 | 1 | 0.5% |
| 46.46 | 1 | 0.5% |
| 49.33 | 1 | 0.5% |
| Other values (175) | 175 |
| Value | Count | Frequency (%) |
| 22.02 | 1 | |
| 26.47 | 1 | |
| 27.05 | 1 | |
| 28.17 | 1 | |
| 28.2 | 1 | |
| 28.86 | 1 | |
| 29.42 | 1 | |
| 29.43 | 1 | |
| 29.44 | 1 | |
| 30.07 | 1 |
| Value | Count | Frequency (%) |
| 97.85 | 1 | |
| 93.5 | 1 | |
| 92.65 | 1 | |
| 89.56 | 1 | |
| 88.99 | 1 | |
| 88.41 | 1 | |
| 87.19 | 1 | |
| 85.34 | 1 | |
| 82.53 | 1 | |
| 81.32 | 1 |
| Distinct | 52 |
|---|---|
| Distinct (%) | 36.4% |
| Missing | 50 |
| Missing (%) | 25.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.1041958 |
| Minimum | 18.4 |
|---|---|
| Maximum | 88.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 18.4 |
|---|---|
| 5-th percentile | 27.7 |
| Q1 | 33.5 |
| median | 38.9 |
| Q3 | 48.2 |
| 95-th percentile | 60.79 |
| Maximum | 88.9 |
| Range | 70.5 |
| Interquartile range (IQR) | 14.7 |
Descriptive statistics
| Standard deviation | 11.87801184 |
|---|---|
| Coefficient of variation (CV) | 0.2821099327 |
| Kurtosis | 1.726251783 |
| Mean | 42.1041958 |
| Median Absolute Deviation (MAD) | 7.2 |
| Skewness | 1.071819653 |
| Sum | 6020.9 |
| Variance | 141.0871654 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37.1 | 18 | 9.3% |
| 33.5 | 14 | 7.3% |
| 31.7 | 10 | 5.2% |
| 38.9 | 9 | 4.7% |
| 29.5 | 8 | 4.1% |
| 35.3 | 6 | 3.1% |
| 44.6 | 6 | 3.1% |
| 48.2 | 6 | 3.1% |
| 42.5 | 5 | 2.6% |
| 46.4 | 5 | 2.6% |
| Other values (42) | 56 | |
| (Missing) | 50 |
| Value | Count | Frequency (%) |
| 18.4 | 1 | 0.5% |
| 20.5 | 1 | 0.5% |
| 25.9 | 4 | 2.1% |
| 27.7 | 4 | 2.1% |
| 29.5 | 8 | |
| 31.7 | 10 | |
| 32.8 | 1 | 0.5% |
| 33.5 | 14 | |
| 35.3 | 6 | 3.1% |
| 37.1 | 18 |
| Value | Count | Frequency (%) |
| 88.9 | 1 | |
| 81.4 | 1 | |
| 79.6 | 1 | |
| 68.4 | 1 | |
| 66.6 | 1 | |
| 63.8 | 1 | |
| 61 | 1 | |
| 60.8 | 1 | |
| 60.7 | 1 | |
| 60.1 | 1 |
| Distinct | 109 |
|---|---|
| Distinct (%) | 56.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.92435233 |
| Minimum | 4.5 |
|---|---|
| Maximum | 34.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 4.5 |
|---|---|
| 5-th percentile | 9.42 |
| Q1 | 17.8 |
| median | 20.1 |
| Q3 | 22.9 |
| 95-th percentile | 27.14 |
| Maximum | 34.1 |
| Range | 29.6 |
| Interquartile range (IQR) | 5.1 |
Descriptive statistics
| Standard deviation | 5.013905426 |
|---|---|
| Coefficient of variation (CV) | 0.2516470971 |
| Kurtosis | 0.92612637 |
| Mean | 19.92435233 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | -0.4382512801 |
| Sum | 3845.4 |
| Variance | 25.13924763 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21 | 6 | 3.1% |
| 17.8 | 5 | 2.6% |
| 21.5 | 4 | 2.1% |
| 22.6 | 4 | 2.1% |
| 19.2 | 4 | 2.1% |
| 25.6 | 4 | 2.1% |
| 19.4 | 4 | 2.1% |
| 17.6 | 3 | 1.6% |
| 23.9 | 3 | 1.6% |
| 20.6 | 3 | 1.6% |
| Other values (99) | 153 |
| Value | Count | Frequency (%) |
| 4.5 | 1 | 0.5% |
| 6.6 | 1 | 0.5% |
| 6.9 | 1 | 0.5% |
| 7.6 | 1 | 0.5% |
| 7.7 | 1 | 0.5% |
| 8.3 | 2 | |
| 8.4 | 3 | |
| 10.1 | 1 | 0.5% |
| 10.4 | 1 | 0.5% |
| 11.4 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 34.1 | 1 | |
| 32.7 | 2 | |
| 29.9 | 1 | |
| 29.2 | 1 | |
| 28.3 | 1 | |
| 27.9 | 1 | |
| 27.8 | 1 | |
| 27.6 | 1 | |
| 27.2 | 1 | |
| 27.1 | 1 |
| Distinct | 117 |
|---|---|
| Distinct (%) | 60.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.75284974 |
| Minimum | 2.6 |
|---|---|
| Maximum | 34.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2.6 |
|---|---|
| 5-th percentile | 11.2 |
| Q1 | 17.1 |
| median | 20.1 |
| Q3 | 22.9 |
| 95-th percentile | 26.78 |
| Maximum | 34.2 |
| Range | 31.6 |
| Interquartile range (IQR) | 5.8 |
Descriptive statistics
| Standard deviation | 4.988257531 |
|---|---|
| Coefficient of variation (CV) | 0.2525335633 |
| Kurtosis | 1.161344286 |
| Mean | 19.75284974 |
| Median Absolute Deviation (MAD) | 2.9 |
| Skewness | -0.3105676764 |
| Sum | 3812.3 |
| Variance | 24.88271319 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20.5 | 6 | 3.1% |
| 14.3 | 5 | 2.6% |
| 16.1 | 4 | 2.1% |
| 23.6 | 4 | 2.1% |
| 22.5 | 4 | 2.1% |
| 19.1 | 3 | 1.6% |
| 17.8 | 3 | 1.6% |
| 24.2 | 3 | 1.6% |
| 19.6 | 3 | 1.6% |
| 23 | 3 | 1.6% |
| Other values (107) | 155 |
| Value | Count | Frequency (%) |
| 2.6 | 1 | |
| 4.8 | 1 | |
| 6.5 | 1 | |
| 7 | 1 | |
| 8.1 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 10.8 | 1 | |
| 11.1 | 1 | |
| 11.2 | 2 |
| Value | Count | Frequency (%) |
| 34.2 | 1 | |
| 34 | 1 | |
| 31.4 | 1 | |
| 31 | 1 | |
| 29.9 | 1 | |
| 29.7 | 1 | |
| 29.5 | 1 | |
| 28.8 | 1 | |
| 27.6 | 1 | |
| 26.9 | 1 |
| Distinct | 122 |
|---|---|
| Distinct (%) | 63.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.67253886 |
| Minimum | 3.3 |
|---|---|
| Maximum | 35.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 3.3 |
|---|---|
| 5-th percentile | 9.82 |
| Q1 | 18 |
| median | 21.1 |
| Q3 | 24.3 |
| 95-th percentile | 28.74 |
| Maximum | 35.5 |
| Range | 32.2 |
| Interquartile range (IQR) | 6.3 |
Descriptive statistics
| Standard deviation | 5.329470178 |
|---|---|
| Coefficient of variation (CV) | 0.2578043371 |
| Kurtosis | 0.8858022066 |
| Mean | 20.67253886 |
| Median Absolute Deviation (MAD) | 3.2 |
| Skewness | -0.5179307927 |
| Sum | 3989.8 |
| Variance | 28.40325237 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21.3 | 5 | 2.6% |
| 21.8 | 4 | 2.1% |
| 18.6 | 4 | 2.1% |
| 16.5 | 4 | 2.1% |
| 24.3 | 4 | 2.1% |
| 16.6 | 4 | 2.1% |
| 21.6 | 4 | 2.1% |
| 24.7 | 4 | 2.1% |
| 19.1 | 4 | 2.1% |
| 21.1 | 4 | 2.1% |
| Other values (112) | 152 |
| Value | Count | Frequency (%) |
| 3.3 | 1 | |
| 4.4 | 1 | |
| 6.4 | 1 | |
| 6.9 | 1 | |
| 7.4 | 1 | |
| 8 | 1 | |
| 8.6 | 1 | |
| 9 | 1 | |
| 9.5 | 1 | |
| 9.7 | 1 |
| Value | Count | Frequency (%) |
| 35.5 | 1 | |
| 31.3 | 1 | |
| 31.1 | 1 | |
| 30.8 | 1 | |
| 30.6 | 1 | |
| 30.3 | 1 | |
| 29.4 | 2 | |
| 29.2 | 1 | |
| 29.1 | 1 | |
| 28.5 | 1 |
| Distinct | 116 |
|---|---|
| Distinct (%) | 60.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.26010363 |
| Minimum | 5.8 |
|---|---|
| Maximum | 35.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 5.8 |
|---|---|
| 5-th percentile | 10.9 |
| Q1 | 18.7 |
| median | 21.8 |
| Q3 | 24.4 |
| 95-th percentile | 29.54 |
| Maximum | 35.3 |
| Range | 29.5 |
| Interquartile range (IQR) | 5.7 |
Descriptive statistics
| Standard deviation | 5.187094762 |
|---|---|
| Coefficient of variation (CV) | 0.2439825719 |
| Kurtosis | 0.6710530298 |
| Mean | 21.26010363 |
| Median Absolute Deviation (MAD) | 2.9 |
| Skewness | -0.4104727486 |
| Sum | 4103.2 |
| Variance | 26.90595207 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22.5 | 8 | 4.1% |
| 24.1 | 5 | 2.6% |
| 17.1 | 4 | 2.1% |
| 22.3 | 4 | 2.1% |
| 21.8 | 4 | 2.1% |
| 23.5 | 4 | 2.1% |
| 14.5 | 4 | 2.1% |
| 24.4 | 4 | 2.1% |
| 26 | 3 | 1.6% |
| 23.7 | 3 | 1.6% |
| Other values (106) | 150 |
| Value | Count | Frequency (%) |
| 5.8 | 1 | |
| 6.6 | 1 | |
| 6.7 | 1 | |
| 9 | 1 | |
| 9.1 | 1 | |
| 9.2 | 1 | |
| 9.4 | 1 | |
| 9.7 | 1 | |
| 9.9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 35.3 | 1 | |
| 35 | 1 | |
| 31 | 1 | |
| 30.9 | 1 | |
| 30.6 | 2 | |
| 30.3 | 1 | |
| 29.9 | 1 | |
| 29.7 | 1 | |
| 29.6 | 1 | |
| 29.5 | 1 |
| Distinct | 47 |
|---|---|
| Distinct (%) | 24.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5073056995 |
| Minimum | 0 |
|---|---|
| Maximum | 9.4 |
| Zeros | 142 |
| Zeros (%) | 73.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.09 |
| 95-th percentile | 2.46 |
| Maximum | 9.4 |
| Range | 9.4 |
| Interquartile range (IQR) | 0.09 |
Descriptive statistics
| Standard deviation | 1.615769294 |
|---|---|
| Coefficient of variation (CV) | 3.185001264 |
| Kurtosis | 19.59777902 |
| Mean | 0.5073056995 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.363900818 |
| Sum | 97.91 |
| Variance | 2.610710411 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 142 | |
| 0.3 | 2 | 1.0% |
| 0.19 | 2 | 1.0% |
| 0.4 | 2 | 1.0% |
| 0.09 | 2 | 1.0% |
| 0.91 | 2 | 1.0% |
| 9.14 | 1 | 0.5% |
| 0.57 | 1 | 0.5% |
| 0.51 | 1 | 0.5% |
| 1.19 | 1 | 0.5% |
| Other values (37) | 37 | 19.2% |
| Value | Count | Frequency (%) |
| 0 | 142 | |
| 0.06 | 1 | 0.5% |
| 0.09 | 2 | 1.0% |
| 0.1 | 1 | 0.5% |
| 0.11 | 1 | 0.5% |
| 0.13 | 1 | 0.5% |
| 0.15 | 1 | 0.5% |
| 0.16 | 1 | 0.5% |
| 0.17 | 1 | 0.5% |
| 0.19 | 2 | 1.0% |
| Value | Count | Frequency (%) |
| 9.4 | 1 | |
| 9.15 | 1 | |
| 9.14 | 1 | |
| 8.98 | 1 | |
| 8.78 | 1 | |
| 5.48 | 1 | |
| 5.12 | 1 | |
| 4.73 | 1 | |
| 3.1 | 1 | |
| 2.55 | 1 |
| Distinct | 41 |
|---|---|
| Distinct (%) | 21.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4264248705 |
| Minimum | 0 |
|---|---|
| Maximum | 11.95 |
| Zeros | 149 |
| Zeros (%) | 77.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2.162 |
| Maximum | 11.95 |
| Range | 11.95 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.438549315 |
|---|---|
| Coefficient of variation (CV) | 3.373511759 |
| Kurtosis | 30.99961549 |
| Mean | 0.4264248705 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.173685732 |
| Sum | 82.3 |
| Variance | 2.069424131 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149 | |
| 1.3 | 3 | 1.6% |
| 1.84 | 2 | 1.0% |
| 0.24 | 2 | 1.0% |
| 4.33 | 1 | 0.5% |
| 0.97 | 1 | 0.5% |
| 8.53 | 1 | 0.5% |
| 0.17 | 1 | 0.5% |
| 0.52 | 1 | 0.5% |
| 1.38 | 1 | 0.5% |
| Other values (31) | 31 | 16.1% |
| Value | Count | Frequency (%) |
| 0 | 149 | |
| 0.06 | 1 | 0.5% |
| 0.08 | 1 | 0.5% |
| 0.16 | 1 | 0.5% |
| 0.17 | 1 | 0.5% |
| 0.22 | 1 | 0.5% |
| 0.23 | 1 | 0.5% |
| 0.24 | 2 | 1.0% |
| 0.25 | 1 | 0.5% |
| 0.26 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 11.95 | 1 | |
| 8.53 | 1 | |
| 7.75 | 1 | |
| 6.44 | 1 | |
| 5.08 | 1 | |
| 4.33 | 1 | |
| 4.08 | 1 | |
| 3.21 | 1 | |
| 2.63 | 1 | |
| 2.3 | 1 |
| Distinct | 66 |
|---|---|
| Distinct (%) | 34.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.291036269 |
| Minimum | 0 |
|---|---|
| Maximum | 18.82 |
| Zeros | 115 |
| Zeros (%) | 59.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.86 |
| 95-th percentile | 8.236 |
| Maximum | 18.82 |
| Range | 18.82 |
| Interquartile range (IQR) | 0.86 |
Descriptive statistics
| Standard deviation | 2.883626002 |
|---|---|
| Coefficient of variation (CV) | 2.233574742 |
| Kurtosis | 9.970562104 |
| Mean | 1.291036269 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.969362655 |
| Sum | 249.17 |
| Variance | 8.315298921 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 115 | |
| 10.2 | 4 | 2.1% |
| 0.24 | 3 | 1.6% |
| 0.23 | 3 | 1.6% |
| 0.13 | 2 | 1.0% |
| 1.24 | 2 | 1.0% |
| 1.07 | 2 | 1.0% |
| 0.86 | 2 | 1.0% |
| 0.3 | 2 | 1.0% |
| 4.3 | 2 | 1.0% |
| Other values (56) | 56 |
| Value | Count | Frequency (%) |
| 0 | 115 | |
| 0.01 | 1 | 0.5% |
| 0.02 | 1 | 0.5% |
| 0.08 | 1 | 0.5% |
| 0.1 | 1 | 0.5% |
| 0.12 | 1 | 0.5% |
| 0.13 | 2 | 1.0% |
| 0.14 | 1 | 0.5% |
| 0.15 | 1 | 0.5% |
| 0.17 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 18.82 | 1 | 0.5% |
| 12.85 | 1 | 0.5% |
| 10.72 | 1 | 0.5% |
| 10.39 | 1 | 0.5% |
| 10.2 | 4 | |
| 9.04 | 1 | 0.5% |
| 8.83 | 1 | 0.5% |
| 7.84 | 1 | 0.5% |
| 7.65 | 1 | 0.5% |
| 6.96 | 1 | 0.5% |
| Distinct | 43 |
|---|---|
| Distinct (%) | 22.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.507253886 |
| Minimum | 0 |
|---|---|
| Maximum | 16.25 |
| Zeros | 146 |
| Zeros (%) | 75.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2.936 |
| Maximum | 16.25 |
| Range | 16.25 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.712526832 |
|---|---|
| Coefficient of variation (CV) | 3.376074346 |
| Kurtosis | 41.7292306 |
| Mean | 0.507253886 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.705384941 |
| Sum | 97.9 |
| Variance | 2.932748149 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 146 | |
| 0.3 | 2 | 1.0% |
| 0.1 | 2 | 1.0% |
| 0.96 | 2 | 1.0% |
| 2.5 | 2 | 1.0% |
| 0.23 | 2 | 1.0% |
| 2.15 | 1 | 0.5% |
| 0.19 | 1 | 0.5% |
| 0.36 | 1 | 0.5% |
| 0.01 | 1 | 0.5% |
| Other values (33) | 33 | 17.1% |
| Value | Count | Frequency (%) |
| 0 | 146 | |
| 0.01 | 1 | 0.5% |
| 0.03 | 1 | 0.5% |
| 0.04 | 1 | 0.5% |
| 0.1 | 2 | 1.0% |
| 0.11 | 1 | 0.5% |
| 0.16 | 1 | 0.5% |
| 0.18 | 1 | 0.5% |
| 0.19 | 1 | 0.5% |
| 0.21 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 16.25 | 1 | |
| 9.03 | 1 | |
| 7.39 | 1 | |
| 5.98 | 1 | |
| 5.36 | 1 | |
| 5.1 | 1 | |
| 4.77 | 1 | |
| 4.2 | 1 | |
| 4 | 1 | |
| 3.35 | 1 |
| Distinct | 45 |
|---|---|
| Distinct (%) | 33.1% |
| Missing | 57 |
| Missing (%) | 29.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.62867647 |
| Minimum | 25.9 |
|---|---|
| Maximum | 70.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 25.9 |
|---|---|
| 5-th percentile | 29.5 |
| Q1 | 33.5 |
| median | 38.9 |
| Q3 | 46.675 |
| 95-th percentile | 55.4 |
| Maximum | 70.6 |
| Range | 44.7 |
| Interquartile range (IQR) | 13.175 |
Descriptive statistics
| Standard deviation | 8.684348698 |
|---|---|
| Coefficient of variation (CV) | 0.2137492395 |
| Kurtosis | 0.7184271711 |
| Mean | 40.62867647 |
| Median Absolute Deviation (MAD) | 5.4 |
| Skewness | 0.8161834966 |
| Sum | 5525.5 |
| Variance | 75.41791231 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 38.9 | 16 | 8.3% |
| 33.5 | 12 | 6.2% |
| 42.5 | 9 | 4.7% |
| 35.3 | 9 | 4.7% |
| 37.1 | 9 | 4.7% |
| 48.2 | 7 | 3.6% |
| 29.5 | 7 | 3.6% |
| 31.7 | 7 | 3.6% |
| 40.7 | 5 | 2.6% |
| 27.7 | 4 | 2.1% |
| Other values (35) | 51 | |
| (Missing) | 57 |
| Value | Count | Frequency (%) |
| 25.9 | 2 | 1.0% |
| 27.7 | 4 | 2.1% |
| 29.5 | 7 | |
| 29.6 | 1 | 0.5% |
| 31.7 | 7 | |
| 32.8 | 1 | 0.5% |
| 33.1 | 1 | 0.5% |
| 33.5 | 12 | |
| 34.2 | 1 | 0.5% |
| 34.3 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 70.6 | 1 | 0.5% |
| 66.6 | 1 | 0.5% |
| 63 | 2 | |
| 61.2 | 1 | 0.5% |
| 57.6 | 1 | 0.5% |
| 55.4 | 2 | |
| 54.5 | 1 | 0.5% |
| 53.6 | 1 | 0.5% |
| 52.7 | 1 | 0.5% |
| 51.8 | 4 |
| Distinct | 44 |
|---|---|
| Distinct (%) | 32.1% |
| Missing | 56 |
| Missing (%) | 29.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.18175182 |
| Minimum | 13 |
|---|---|
| Maximum | 79.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 25.9 |
| Q1 | 29.5 |
| median | 37.1 |
| Q3 | 46.4 |
| 95-th percentile | 57.28 |
| Maximum | 79.6 |
| Range | 66.6 |
| Interquartile range (IQR) | 16.9 |
Descriptive statistics
| Standard deviation | 11.25136736 |
|---|---|
| Coefficient of variation (CV) | 0.287158354 |
| Kurtosis | 1.69899114 |
| Mean | 39.18175182 |
| Median Absolute Deviation (MAD) | 7.6 |
| Skewness | 0.9656605215 |
| Sum | 5367.9 |
| Variance | 126.5932675 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.5 | 15 | 7.8% |
| 25.9 | 12 | 6.2% |
| 37.1 | 11 | 5.7% |
| 33.5 | 10 | 5.2% |
| 40.7 | 7 | 3.6% |
| 44.6 | 7 | 3.6% |
| 27.7 | 7 | 3.6% |
| 42.5 | 7 | 3.6% |
| 46.4 | 6 | 3.1% |
| 31.7 | 5 | 2.6% |
| Other values (34) | 50 | |
| (Missing) | 56 |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.5% |
| 20.5 | 1 | 0.5% |
| 22.5 | 1 | 0.5% |
| 25.9 | 12 | |
| 27.7 | 7 | |
| 29.1 | 1 | 0.5% |
| 29.5 | 15 | |
| 31.1 | 1 | 0.5% |
| 31.7 | 5 | 2.6% |
| 33.5 | 10 |
| Value | Count | Frequency (%) |
| 79.6 | 1 | 0.5% |
| 77.8 | 1 | 0.5% |
| 76 | 1 | 0.5% |
| 66.6 | 1 | 0.5% |
| 64.8 | 1 | 0.5% |
| 57.6 | 2 | |
| 57.2 | 1 | 0.5% |
| 55.4 | 2 | |
| 54.6 | 1 | 0.5% |
| 53.6 | 4 |
| Distinct | 61 |
|---|---|
| Distinct (%) | 43.0% |
| Missing | 51 |
| Missing (%) | 26.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.33732394 |
| Minimum | 16.6 |
|---|---|
| Maximum | 88.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 16.6 |
|---|---|
| 5-th percentile | 27.7 |
| Q1 | 35.75 |
| median | 42.25 |
| Q3 | 53.15 |
| 95-th percentile | 64.71 |
| Maximum | 88.9 |
| Range | 72.3 |
| Interquartile range (IQR) | 17.4 |
Descriptive statistics
| Standard deviation | 13.16127788 |
|---|---|
| Coefficient of variation (CV) | 0.2968442095 |
| Kurtosis | 1.564717346 |
| Mean | 44.33732394 |
| Median Absolute Deviation (MAD) | 7.8 |
| Skewness | 0.992886536 |
| Sum | 6295.9 |
| Variance | 173.2192353 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37.1 | 12 | 6.2% |
| 40.7 | 9 | 4.7% |
| 27.7 | 7 | 3.6% |
| 38.9 | 7 | 3.6% |
| 42.5 | 6 | 3.1% |
| 29.5 | 6 | 3.1% |
| 31.7 | 6 | 3.1% |
| 55.4 | 6 | 3.1% |
| 25.9 | 5 | 2.6% |
| 44.6 | 5 | 2.6% |
| Other values (51) | 73 | |
| (Missing) | 51 |
| Value | Count | Frequency (%) |
| 16.6 | 1 | 0.5% |
| 25.9 | 5 | |
| 26.8 | 1 | 0.5% |
| 27.7 | 7 | |
| 29.5 | 6 | |
| 31.7 | 6 | |
| 33.5 | 5 | |
| 34.9 | 1 | 0.5% |
| 35.3 | 4 | 2.1% |
| 37.1 | 12 |
| Value | Count | Frequency (%) |
| 88.9 | 3 | |
| 79.6 | 1 | 0.5% |
| 74.2 | 1 | 0.5% |
| 72.2 | 1 | 0.5% |
| 68.4 | 1 | 0.5% |
| 64.8 | 1 | 0.5% |
| 63 | 2 | |
| 61.2 | 2 | |
| 61 | 2 | |
| 60.8 | 1 | 0.5% |
| Distinct | 50 |
|---|---|
| Distinct (%) | 37.0% |
| Missing | 58 |
| Missing (%) | 30.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.22740741 |
| Minimum | 16.6 |
|---|---|
| Maximum | 81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 16.6 |
|---|---|
| 5-th percentile | 25.9 |
| Q1 | 31.7 |
| median | 38.9 |
| Q3 | 46.4 |
| 95-th percentile | 59.91 |
| Maximum | 81 |
| Range | 64.4 |
| Interquartile range (IQR) | 14.7 |
Descriptive statistics
| Standard deviation | 11.28154899 |
|---|---|
| Coefficient of variation (CV) | 0.2804443468 |
| Kurtosis | 1.186935577 |
| Mean | 40.22740741 |
| Median Absolute Deviation (MAD) | 7.5 |
| Skewness | 0.9454751411 |
| Sum | 5430.7 |
| Variance | 127.2733477 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.5 | 14 | 7.3% |
| 42.5 | 12 | 6.2% |
| 35.3 | 11 | 5.7% |
| 33.5 | 9 | 4.7% |
| 38.9 | 8 | 4.1% |
| 37.1 | 7 | 3.6% |
| 31.7 | 6 | 3.1% |
| 25.9 | 5 | 2.6% |
| 46.4 | 5 | 2.6% |
| 40.7 | 5 | 2.6% |
| Other values (40) | 53 | |
| (Missing) | 58 |
| Value | Count | Frequency (%) |
| 16.6 | 1 | 0.5% |
| 22.3 | 1 | 0.5% |
| 24.3 | 1 | 0.5% |
| 25.9 | 5 | 2.6% |
| 27.7 | 5 | 2.6% |
| 28.5 | 1 | 0.5% |
| 29.1 | 1 | 0.5% |
| 29.3 | 1 | 0.5% |
| 29.5 | 14 | |
| 29.7 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 81 | 1 | |
| 79.6 | 1 | |
| 68.4 | 1 | |
| 63 | 1 | |
| 61.2 | 2 | |
| 61.1 | 1 | |
| 59.4 | 2 | |
| 59 | 1 | |
| 58.9 | 1 | |
| 57.6 | 1 |
| Distinct | 124 |
|---|---|
| Distinct (%) | 64.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.01813472 |
| Minimum | 9.5 |
|---|---|
| Maximum | 40.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 9.5 |
|---|---|
| 5-th percentile | 17.1 |
| Q1 | 24.9 |
| median | 28.9 |
| Q3 | 31.9 |
| 95-th percentile | 37.24 |
| Maximum | 40.1 |
| Range | 30.6 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 6.028425085 |
|---|---|
| Coefficient of variation (CV) | 0.2151615426 |
| Kurtosis | 0.02236537364 |
| Mean | 28.01813472 |
| Median Absolute Deviation (MAD) | 3.4 |
| Skewness | -0.5247121831 |
| Sum | 5407.5 |
| Variance | 36.341909 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31.2 | 6 | 3.1% |
| 32.9 | 5 | 2.6% |
| 28.4 | 5 | 2.6% |
| 28.9 | 4 | 2.1% |
| 28.1 | 4 | 2.1% |
| 30 | 4 | 2.1% |
| 30.6 | 3 | 1.6% |
| 25.5 | 3 | 1.6% |
| 30.2 | 3 | 1.6% |
| 18 | 3 | 1.6% |
| Other values (114) | 153 |
| Value | Count | Frequency (%) |
| 9.5 | 1 | |
| 12.8 | 1 | |
| 12.9 | 1 | |
| 14 | 1 | |
| 16 | 1 | |
| 16.1 | 1 | |
| 16.2 | 1 | |
| 16.9 | 1 | |
| 17 | 1 | |
| 17.1 | 2 |
| Value | Count | Frequency (%) |
| 40.1 | 2 | |
| 40 | 1 | |
| 39.3 | 1 | |
| 38.9 | 1 | |
| 38.4 | 1 | |
| 38.2 | 1 | |
| 38.1 | 1 | |
| 37.8 | 1 | |
| 37.3 | 1 | |
| 37.2 | 1 |
| Distinct | 127 |
|---|---|
| Distinct (%) | 65.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.0015544 |
| Minimum | 7.8 |
|---|---|
| Maximum | 41.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 7.8 |
|---|---|
| 5-th percentile | 17.6 |
| Q1 | 23.7 |
| median | 28.9 |
| Q3 | 31.9 |
| 95-th percentile | 37.08 |
| Maximum | 41.2 |
| Range | 33.4 |
| Interquartile range (IQR) | 8.2 |
Descriptive statistics
| Standard deviation | 6.154905536 |
|---|---|
| Coefficient of variation (CV) | 0.2198058525 |
| Kurtosis | 0.6101432454 |
| Mean | 28.0015544 |
| Median Absolute Deviation (MAD) | 3.7 |
| Skewness | -0.5683970409 |
| Sum | 5404.3 |
| Variance | 37.88286215 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31.7 | 6 | 3.1% |
| 35 | 6 | 3.1% |
| 29.4 | 4 | 2.1% |
| 28.4 | 4 | 2.1% |
| 30.7 | 4 | 2.1% |
| 33.9 | 3 | 1.6% |
| 26.9 | 3 | 1.6% |
| 31.3 | 3 | 1.6% |
| 23.3 | 3 | 1.6% |
| 29.7 | 3 | 1.6% |
| Other values (117) | 154 |
| Value | Count | Frequency (%) |
| 7.8 | 1 | |
| 8 | 1 | |
| 9.4 | 1 | |
| 12 | 1 | |
| 15 | 1 | |
| 16.2 | 1 | |
| 17 | 1 | |
| 17.1 | 1 | |
| 17.4 | 1 | |
| 17.6 | 2 |
| Value | Count | Frequency (%) |
| 41.2 | 1 | |
| 40.8 | 1 | |
| 40.6 | 1 | |
| 40 | 1 | |
| 39.1 | 1 | |
| 38.9 | 2 | |
| 38.1 | 1 | |
| 37.3 | 1 | |
| 37.2 | 1 | |
| 37 | 1 |
| Distinct | 134 |
|---|---|
| Distinct (%) | 69.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.94611399 |
| Minimum | 6.7 |
|---|---|
| Maximum | 42.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 6.7 |
|---|---|
| 5-th percentile | 16.94 |
| Q1 | 25.2 |
| median | 30.2 |
| Q3 | 33.7 |
| 95-th percentile | 38.54 |
| Maximum | 42.7 |
| Range | 36 |
| Interquartile range (IQR) | 8.5 |
Descriptive statistics
| Standard deviation | 6.768816207 |
|---|---|
| Coefficient of variation (CV) | 0.2338419661 |
| Kurtosis | 0.2371689894 |
| Mean | 28.94611399 |
| Median Absolute Deviation (MAD) | 4.2 |
| Skewness | -0.667104868 |
| Sum | 5586.6 |
| Variance | 45.81687284 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30.7 | 8 | 4.1% |
| 33.7 | 6 | 3.1% |
| 35 | 4 | 2.1% |
| 18.9 | 3 | 1.6% |
| 35.3 | 3 | 1.6% |
| 28.6 | 3 | 1.6% |
| 30.9 | 3 | 1.6% |
| 28.4 | 3 | 1.6% |
| 36.2 | 3 | 1.6% |
| 32 | 3 | 1.6% |
| Other values (124) | 154 |
| Value | Count | Frequency (%) |
| 6.7 | 1 | |
| 9.7 | 1 | |
| 11 | 1 | |
| 11.7 | 1 | |
| 12.8 | 1 | |
| 14.5 | 1 | |
| 15.7 | 1 | |
| 15.9 | 1 | |
| 16.6 | 1 | |
| 16.7 | 1 |
| Value | Count | Frequency (%) |
| 42.7 | 1 | |
| 40.9 | 1 | |
| 40.8 | 1 | |
| 40.7 | 1 | |
| 40.4 | 1 | |
| 39.8 | 1 | |
| 39.2 | 1 | |
| 38.9 | 1 | |
| 38.8 | 1 | |
| 38.6 | 1 |
| Distinct | 130 |
|---|---|
| Distinct (%) | 67.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.52176166 |
| Minimum | 11.2 |
|---|---|
| Maximum | 42.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 11.2 |
|---|---|
| 5-th percentile | 17.56 |
| Q1 | 26 |
| median | 30.7 |
| Q3 | 33.9 |
| 95-th percentile | 38.04 |
| Maximum | 42.9 |
| Range | 31.7 |
| Interquartile range (IQR) | 7.9 |
Descriptive statistics
| Standard deviation | 6.53027748 |
|---|---|
| Coefficient of variation (CV) | 0.2212021612 |
| Kurtosis | 0.09617398467 |
| Mean | 29.52176166 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.6977468139 |
| Sum | 5697.7 |
| Variance | 42.64452396 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 33.9 | 8 | 4.1% |
| 28.2 | 5 | 2.6% |
| 36.2 | 4 | 2.1% |
| 30.7 | 4 | 2.1% |
| 31.3 | 3 | 1.6% |
| 28 | 3 | 1.6% |
| 27.9 | 3 | 1.6% |
| 31.6 | 3 | 1.6% |
| 35.1 | 3 | 1.6% |
| 36.7 | 3 | 1.6% |
| Other values (120) | 154 |
| Value | Count | Frequency (%) |
| 11.2 | 1 | |
| 11.7 | 1 | |
| 12 | 1 | |
| 12.9 | 1 | |
| 13 | 1 | |
| 14.4 | 1 | |
| 15.4 | 1 | |
| 15.6 | 1 | |
| 16.1 | 1 | |
| 17.5 | 1 |
| Value | Count | Frequency (%) |
| 42.9 | 1 | |
| 41.7 | 1 | |
| 40.9 | 1 | |
| 40 | 1 | |
| 39.7 | 1 | |
| 39.4 | 1 | |
| 39.2 | 1 | |
| 38.9 | 1 | |
| 38.1 | 2 | |
| 38 | 1 |
| Distinct | 113 |
|---|---|
| Distinct (%) | 58.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.505181347 |
| Minimum | -7.8 |
|---|---|
| Maximum | 18 |
| Zeros | 1 |
| Zeros (%) | 0.5% |
| Negative | 12 |
| Negative (%) | 6.2% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -7.8 |
|---|---|
| 5-th percentile | -0.74 |
| Q1 | 4.1 |
| median | 8 |
| Q3 | 11 |
| 95-th percentile | 14.38 |
| Maximum | 18 |
| Range | 25.8 |
| Interquartile range (IQR) | 6.9 |
Descriptive statistics
| Standard deviation | 4.854687822 |
|---|---|
| Coefficient of variation (CV) | 0.6468448392 |
| Kurtosis | -0.09639386381 |
| Mean | 7.505181347 |
| Median Absolute Deviation (MAD) | 3.4 |
| Skewness | -0.4403873423 |
| Sum | 1448.5 |
| Variance | 23.56799385 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.3 | 5 | 2.6% |
| 7.9 | 5 | 2.6% |
| 4.1 | 4 | 2.1% |
| 5.9 | 4 | 2.1% |
| 13.8 | 3 | 1.6% |
| 6.7 | 3 | 1.6% |
| 5.2 | 3 | 1.6% |
| 14.3 | 3 | 1.6% |
| 12.1 | 3 | 1.6% |
| 8.4 | 3 | 1.6% |
| Other values (103) | 157 |
| Value | Count | Frequency (%) |
| -7.8 | 1 | |
| -6.9 | 1 | |
| -5.5 | 1 | |
| -2.2 | 2 | |
| -1.7 | 1 | |
| -1.6 | 2 | |
| -1.5 | 1 | |
| -1.1 | 1 | |
| -0.5 | 2 | |
| 0 | 1 |
| Value | Count | Frequency (%) |
| 18 | 1 | 0.5% |
| 16 | 1 | 0.5% |
| 15.7 | 1 | 0.5% |
| 15.2 | 1 | 0.5% |
| 15 | 1 | 0.5% |
| 14.9 | 2 | |
| 14.8 | 1 | 0.5% |
| 14.5 | 2 | |
| 14.3 | 3 | |
| 14.2 | 1 | 0.5% |
| Distinct | 109 |
|---|---|
| Distinct (%) | 56.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.805181347 |
| Minimum | -7.3 |
|---|---|
| Maximum | 16.7 |
| Zeros | 2 |
| Zeros (%) | 1.0% |
| Negative | 23 |
| Negative (%) | 11.9% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -7.3 |
|---|---|
| 5-th percentile | -1.38 |
| Q1 | 3.8 |
| median | 7 |
| Q3 | 10.5 |
| 95-th percentile | 13.8 |
| Maximum | 16.7 |
| Range | 24 |
| Interquartile range (IQR) | 6.7 |
Descriptive statistics
| Standard deviation | 4.925441403 |
|---|---|
| Coefficient of variation (CV) | 0.7237781261 |
| Kurtosis | -0.4579178698 |
| Mean | 6.805181347 |
| Median Absolute Deviation (MAD) | 3.5 |
| Skewness | -0.3844729666 |
| Sum | 1313.4 |
| Variance | 24.25997301 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.7 | 7 | 3.6% |
| 6.4 | 5 | 2.6% |
| 5 | 5 | 2.6% |
| 9.9 | 5 | 2.6% |
| 13.7 | 4 | 2.1% |
| 3.5 | 4 | 2.1% |
| 13.6 | 4 | 2.1% |
| 6.9 | 3 | 1.6% |
| 4.4 | 3 | 1.6% |
| 5.6 | 3 | 1.6% |
| Other values (99) | 150 |
| Value | Count | Frequency (%) |
| -7.3 | 1 | |
| -5.9 | 1 | |
| -3.7 | 1 | |
| -3.5 | 1 | |
| -3 | 2 | |
| -2.6 | 2 | |
| -2 | 1 | |
| -1.5 | 1 | |
| -1.3 | 1 | |
| -1.2 | 1 |
| Value | Count | Frequency (%) |
| 16.7 | 1 | 0.5% |
| 16.3 | 1 | 0.5% |
| 15.4 | 1 | 0.5% |
| 14.2 | 1 | 0.5% |
| 14.1 | 2 | |
| 13.9 | 3 | |
| 13.8 | 3 | |
| 13.7 | 4 | |
| 13.6 | 4 | |
| 13.3 | 2 |
| Distinct | 116 |
|---|---|
| Distinct (%) | 60.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.828497409 |
| Minimum | -8.3 |
|---|---|
| Maximum | 18.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 12 |
| Negative (%) | 6.2% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -8.3 |
|---|---|
| 5-th percentile | -0.44 |
| Q1 | 4.8 |
| median | 8.4 |
| Q3 | 11.2 |
| 95-th percentile | 14.74 |
| Maximum | 18.5 |
| Range | 26.8 |
| Interquartile range (IQR) | 6.4 |
Descriptive statistics
| Standard deviation | 4.847966318 |
|---|---|
| Coefficient of variation (CV) | 0.6192716257 |
| Kurtosis | 0.1244949838 |
| Mean | 7.828497409 |
| Median Absolute Deviation (MAD) | 3.2 |
| Skewness | -0.5381375124 |
| Sum | 1510.9 |
| Variance | 23.50277742 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.7 | 5 | 2.6% |
| 7.4 | 4 | 2.1% |
| 8.2 | 4 | 2.1% |
| 2.4 | 4 | 2.1% |
| 5.6 | 4 | 2.1% |
| 8 | 4 | 2.1% |
| 2.6 | 4 | 2.1% |
| 10.2 | 3 | 1.6% |
| 13.4 | 3 | 1.6% |
| 10.3 | 3 | 1.6% |
| Other values (106) | 155 |
| Value | Count | Frequency (%) |
| -8.3 | 1 | |
| -6.9 | 1 | |
| -4 | 1 | |
| -3 | 1 | |
| -2.7 | 1 | |
| -2.6 | 1 | |
| -1.8 | 1 | |
| -1.3 | 1 | |
| -1.2 | 1 | |
| -0.5 | 1 |
| Value | Count | Frequency (%) |
| 18.5 | 1 | |
| 16.8 | 1 | |
| 15.8 | 1 | |
| 15.5 | 1 | |
| 15.3 | 1 | |
| 15.1 | 1 | |
| 15 | 2 | |
| 14.9 | 1 | |
| 14.8 | 1 | |
| 14.7 | 1 |
dew_minus_2
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 121 |
|---|---|
| Distinct (%) | 62.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.054404145 |
| Minimum | -10.2 |
|---|---|
| Maximum | 16.5 |
| Zeros | 2 |
| Zeros (%) | 1.0% |
| Negative | 12 |
| Negative (%) | 6.2% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -10.2 |
|---|---|
| 5-th percentile | -1.52 |
| Q1 | 3.9 |
| median | 7 |
| Q3 | 11.1 |
| 95-th percentile | 14.34 |
| Maximum | 16.5 |
| Range | 26.7 |
| Interquartile range (IQR) | 7.2 |
Descriptive statistics
| Standard deviation | 4.986449741 |
|---|---|
| Coefficient of variation (CV) | 0.7068562615 |
| Kurtosis | 0.1768935044 |
| Mean | 7.054404145 |
| Median Absolute Deviation (MAD) | 3.6 |
| Skewness | -0.4260562888 |
| Sum | 1361.5 |
| Variance | 24.86468102 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.4 | 5 | 2.6% |
| 7.5 | 5 | 2.6% |
| 13.2 | 5 | 2.6% |
| 11.8 | 4 | 2.1% |
| 10.7 | 4 | 2.1% |
| 3.4 | 4 | 2.1% |
| 0.7 | 3 | 1.6% |
| 11.5 | 3 | 1.6% |
| 11.2 | 3 | 1.6% |
| 4.7 | 3 | 1.6% |
| Other values (111) | 154 |
| Value | Count | Frequency (%) |
| -10.2 | 1 | |
| -7.1 | 1 | |
| -5 | 1 | |
| -4.5 | 1 | |
| -4.3 | 1 | |
| -4.2 | 1 | |
| -3.1 | 1 | |
| -2.7 | 1 | |
| -2.1 | 1 | |
| -2 | 1 |
| Value | Count | Frequency (%) |
| 16.5 | 2 | |
| 16.1 | 1 | |
| 16 | 1 | |
| 15.9 | 1 | |
| 15.5 | 1 | |
| 15 | 1 | |
| 14.8 | 1 | |
| 14.5 | 1 | |
| 14.4 | 1 | |
| 14.3 | 1 |
humidity_plus_1
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 184 |
|---|---|
| Distinct (%) | 95.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.0753886 |
| Minimum | 19.51 |
|---|---|
| Maximum | 96.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 19.51 |
|---|---|
| 5-th percentile | 30.822 |
| Q1 | 40.65 |
| median | 48.28 |
| Q3 | 59.59 |
| 95-th percentile | 78.008 |
| Maximum | 96.7 |
| Range | 77.19 |
| Interquartile range (IQR) | 18.94 |
Descriptive statistics
| Standard deviation | 14.57010813 |
|---|---|
| Coefficient of variation (CV) | 0.2852667113 |
| Kurtosis | 0.09207736515 |
| Mean | 51.0753886 |
| Median Absolute Deviation (MAD) | 8.45 |
| Skewness | 0.6048516287 |
| Sum | 9857.55 |
| Variance | 212.288051 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 44.68 | 4 | 2.1% |
| 55.57 | 2 | 1.0% |
| 35.2 | 2 | 1.0% |
| 47.66 | 2 | 1.0% |
| 35.5 | 2 | 1.0% |
| 48.7 | 2 | 1.0% |
| 34.28 | 2 | 1.0% |
| 61.23 | 1 | 0.5% |
| 47.09 | 1 | 0.5% |
| 39.23 | 1 | 0.5% |
| Other values (174) | 174 |
| Value | Count | Frequency (%) |
| 19.51 | 1 | |
| 24.26 | 1 | |
| 24.69 | 1 | |
| 26.46 | 1 | |
| 27.38 | 1 | |
| 28.23 | 1 | |
| 28.5 | 1 | |
| 28.98 | 1 | |
| 29.57 | 1 | |
| 30.33 | 1 |
| Value | Count | Frequency (%) |
| 96.7 | 1 | |
| 90.35 | 1 | |
| 89.32 | 1 | |
| 88.69 | 1 | |
| 83.08 | 1 | |
| 81.68 | 1 | |
| 79.15 | 1 | |
| 78.93 | 1 | |
| 78.75 | 1 | |
| 78.32 | 1 |
humidity_plus_2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 185 |
|---|---|
| Distinct (%) | 95.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.59248705 |
| Minimum | 18.87 |
|---|---|
| Maximum | 93.06 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 18.87 |
|---|---|
| 5-th percentile | 28.956 |
| Q1 | 39.18 |
| median | 46.67 |
| Q3 | 58.75 |
| 95-th percentile | 77.708 |
| Maximum | 93.06 |
| Range | 74.19 |
| Interquartile range (IQR) | 19.57 |
Descriptive statistics
| Standard deviation | 15.23793956 |
|---|---|
| Coefficient of variation (CV) | 0.3072630648 |
| Kurtosis | 0.2223402069 |
| Mean | 49.59248705 |
| Median Absolute Deviation (MAD) | 8.51 |
| Skewness | 0.7077583107 |
| Sum | 9571.35 |
| Variance | 232.1948021 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 41.25 | 4 | 2.1% |
| 53.84 | 2 | 1.0% |
| 37.02 | 2 | 1.0% |
| 41.38 | 2 | 1.0% |
| 40.81 | 2 | 1.0% |
| 39.32 | 2 | 1.0% |
| 50.79 | 1 | 0.5% |
| 39.96 | 1 | 0.5% |
| 78.32 | 1 | 0.5% |
| 45.75 | 1 | 0.5% |
| Other values (175) | 175 |
| Value | Count | Frequency (%) |
| 18.87 | 1 | |
| 21.54 | 1 | |
| 23.02 | 1 | |
| 24.41 | 1 | |
| 24.85 | 1 | |
| 25.15 | 1 | |
| 25.83 | 1 | |
| 27.19 | 1 | |
| 27.2 | 1 | |
| 28.29 | 1 |
| Value | Count | Frequency (%) |
| 93.06 | 1 | |
| 92.29 | 1 | |
| 91.77 | 1 | |
| 89.7 | 1 | |
| 87.86 | 1 | |
| 87.57 | 1 | |
| 85.44 | 1 | |
| 81.23 | 1 | |
| 78.67 | 1 | |
| 78.32 | 1 |
humidity_minus_1
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 185 |
|---|---|
| Distinct (%) | 95.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.45497409 |
| Minimum | 15.87 |
|---|---|
| Maximum | 94.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 15.87 |
|---|---|
| 5-th percentile | 27.318 |
| Q1 | 39.76 |
| median | 49.39 |
| Q3 | 58 |
| 95-th percentile | 76.886 |
| Maximum | 94.99 |
| Range | 79.12 |
| Interquartile range (IQR) | 18.24 |
Descriptive statistics
| Standard deviation | 15.06375994 |
|---|---|
| Coefficient of variation (CV) | 0.3045954471 |
| Kurtosis | 0.4696006721 |
| Mean | 49.45497409 |
| Median Absolute Deviation (MAD) | 9.21 |
| Skewness | 0.5785565841 |
| Sum | 9544.81 |
| Variance | 226.9168637 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 51.24 | 4 | 2.1% |
| 39.32 | 2 | 1.0% |
| 58.59 | 2 | 1.0% |
| 52.58 | 2 | 1.0% |
| 45.42 | 2 | 1.0% |
| 45.01 | 2 | 1.0% |
| 62.93 | 1 | 0.5% |
| 29.79 | 1 | 0.5% |
| 50.84 | 1 | 0.5% |
| 36.4 | 1 | 0.5% |
| Other values (175) | 175 |
| Value | Count | Frequency (%) |
| 15.87 | 1 | |
| 19.19 | 1 | |
| 20.87 | 1 | |
| 21.57 | 1 | |
| 22.26 | 1 | |
| 24.06 | 1 | |
| 24.26 | 1 | |
| 25.78 | 1 | |
| 26.27 | 1 | |
| 26.55 | 1 |
| Value | Count | Frequency (%) |
| 94.99 | 1 | |
| 91.94 | 1 | |
| 91.8 | 1 | |
| 89.29 | 1 | |
| 88.4 | 1 | |
| 88.27 | 1 | |
| 81.51 | 1 | |
| 80.69 | 1 | |
| 78.13 | 1 | |
| 77.03 | 1 |
humidity_minus_2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 187 |
|---|---|
| Distinct (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.08284974 |
| Minimum | 17.2 |
|---|---|
| Maximum | 94.56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 17.2 |
|---|---|
| 5-th percentile | 24.492 |
| Q1 | 35.84 |
| median | 42.74 |
| Q3 | 54.19 |
| 95-th percentile | 78.472 |
| Maximum | 94.56 |
| Range | 77.36 |
| Interquartile range (IQR) | 18.35 |
Descriptive statistics
| Standard deviation | 15.54782754 |
|---|---|
| Coefficient of variation (CV) | 0.3373885867 |
| Kurtosis | 0.2624024298 |
| Mean | 46.08284974 |
| Median Absolute Deviation (MAD) | 7.93 |
| Skewness | 0.8014126584 |
| Sum | 8893.99 |
| Variance | 241.7349413 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35.63 | 4 | 2.1% |
| 55.01 | 2 | 1.0% |
| 38.08 | 2 | 1.0% |
| 35.29 | 2 | 1.0% |
| 40.29 | 1 | 0.5% |
| 29.1 | 1 | 0.5% |
| 49.85 | 1 | 0.5% |
| 72.29 | 1 | 0.5% |
| 33.3 | 1 | 0.5% |
| 38.17 | 1 | 0.5% |
| Other values (177) | 177 |
| Value | Count | Frequency (%) |
| 17.2 | 1 | |
| 18.06 | 1 | |
| 18.18 | 1 | |
| 18.33 | 1 | |
| 19.92 | 1 | |
| 23.49 | 1 | |
| 23.93 | 1 | |
| 24.02 | 1 | |
| 24.11 | 1 | |
| 24.48 | 1 |
| Value | Count | Frequency (%) |
| 94.56 | 1 | |
| 88.66 | 1 | |
| 86.56 | 1 | |
| 83.49 | 1 | |
| 80.59 | 1 | |
| 80.17 | 1 | |
| 79.98 | 1 | |
| 79.24 | 1 | |
| 79.02 | 1 | |
| 78.67 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | objectid | datetimestr | discoveryacres | latitude | longitude | temp | maxt | precip | dew | humidity | wgust | tmp_plus_1 | tmp_plus_2 | tmp_minus_1 | tmp_minus_2 | precip_plus_1 | precip_plus_2 | precip_minus_1 | precip_minus_2 | wgust_plus_1 | wgust_plus_2 | wgust_minus_1 | wgust_minus_2 | maxt_plus_1 | maxt_plus_2 | maxt_minus_1 | maxt_minus_2 | dew_plus_1 | dew_plus_2 | dew_minus_1 | dew_minus_2 | humidity_plus_1 | humidity_plus_2 | humidity_minus_1 | humidity_minus_2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2 | 139.0 | 2016-05-05 | 0.10 | 38.767220 | -119.816700 | 7.2 | 11.5 | 12.80 | 4.0 | 80.99 | 37.1 | 6.6 | 7.0 | 10.4 | 9.4 | 9.14 | 4.33 | 0.24 | 0.00 | 31.7 | NaN | 56.9 | 37.1 | 12.9 | 9.4 | 17.7 | 17.6 | 2.7 | 5.1 | 2.5 | 2.0 | 78.93 | 87.57 | 62.93 | 64.00 |
| 1 | 7 | 287.0 | 2015-07-05 | 0.10 | 41.421398 | -122.498100 | 24.3 | 32.4 | 0.00 | 12.8 | 51.91 | 37.1 | 23.8 | 22.5 | 24.3 | 23.4 | 0.00 | 0.40 | 0.08 | 0.00 | 31.7 | 48.2 | NaN | NaN | 32.3 | 32.2 | 34.7 | 28.2 | 10.6 | 11.2 | 13.3 | 12.7 | 47.41 | 51.47 | 53.99 | 51.78 |
| 2 | 12 | 510.0 | 2019-08-10 | 0.10 | 41.046330 | -122.079600 | 15.6 | 21.1 | 8.84 | 10.8 | 74.54 | 48.8 | 17.8 | 21.6 | 20.2 | 21.8 | 0.00 | 0.00 | 0.00 | 0.00 | NaN | NaN | 27.7 | 28.5 | 26.2 | 30.7 | 25.1 | 30.0 | 8.6 | 8.5 | 8.2 | 5.7 | 59.17 | 47.89 | 47.86 | 38.98 |
| 3 | 17 | 716.0 | 2017-08-07 | 0.10 | 41.357780 | -120.969400 | 19.3 | 29.4 | 2.80 | 11.2 | 65.42 | 41.5 | 20.8 | 22.1 | 18.6 | 20.8 | 0.30 | 0.30 | 0.00 | 0.00 | NaN | 29.5 | NaN | 31.7 | 30.7 | 29.4 | 27.9 | 28.4 | 10.1 | 10.7 | 9.9 | 7.5 | 59.59 | 53.04 | 59.61 | 45.01 |
| 4 | 22 | 901.0 | 2017-08-06 | 0.10 | 37.751220 | -119.141000 | 16.9 | 25.0 | 0.00 | 6.9 | 56.95 | 32.8 | 17.8 | 18.7 | 16.5 | 18.7 | 0.00 | 0.62 | 1.57 | 0.27 | 51.8 | 42.5 | 42.3 | 42.5 | 26.1 | 26.7 | 24.2 | 26.2 | 4.9 | 4.9 | 9.6 | 9.4 | 46.59 | 44.27 | 66.56 | 57.76 |
| 5 | 27 | 924.0 | 2017-09-12 | 0.10 | 39.951440 | -120.729400 | 20.8 | 27.0 | 1.56 | 9.0 | 47.67 | 37.1 | 19.6 | 16.1 | 22.8 | 21.1 | 0.00 | 0.00 | 0.14 | 0.00 | 50.0 | 50.0 | 46.4 | 29.5 | 25.9 | 21.4 | 30.2 | 28.7 | 7.8 | 8.4 | 5.4 | 4.3 | 47.95 | 61.57 | 33.67 | 35.30 |
| 6 | 32 | 1018.0 | 2015-06-11 | 0.75 | 41.016800 | -122.814300 | 23.0 | 33.9 | 0.00 | 7.0 | 44.78 | 31.7 | 25.2 | 24.5 | 22.2 | 21.8 | 0.00 | 0.00 | 0.00 | 7.39 | 25.9 | 29.5 | NaN | NaN | 35.3 | 34.0 | 30.9 | 35.8 | 8.3 | 6.4 | 13.9 | 14.0 | 39.72 | 36.39 | 64.74 | 65.69 |
| 7 | 37 | 1021.0 | 2016-06-06 | 0.10 | 41.364230 | -121.474400 | 21.5 | 31.7 | 0.83 | 11.7 | 60.34 | NaN | 22.9 | 20.6 | 20.7 | 22.5 | 1.27 | 0.00 | 7.84 | 0.22 | 51.8 | 53.6 | 63.0 | 27.7 | 31.4 | 27.4 | 30.3 | 32.9 | 12.0 | 7.8 | 9.4 | 7.5 | 55.28 | 47.42 | 51.01 | 43.28 |
| 8 | 42 | 1077.0 | 2015-07-02 | 0.10 | 38.579899 | -119.749199 | 20.3 | 30.6 | 1.20 | 10.9 | 58.74 | 44.6 | 21.0 | 17.1 | 20.6 | 21.8 | 0.84 | 1.84 | 2.81 | 0.00 | 33.5 | 27.7 | 45.5 | 29.5 | 29.4 | 23.3 | 30.7 | 31.4 | 10.8 | 10.2 | 10.4 | 10.0 | 57.67 | 65.78 | 55.31 | 53.83 |
| 9 | 47 | 1207.0 | 2017-07-24 | 0.10 | 34.213500 | -116.798700 | 18.6 | 27.2 | 0.18 | 10.7 | 61.18 | 25.9 | 18.8 | 19.9 | 21.3 | 21.9 | 0.00 | 0.00 | 0.00 | 0.00 | NaN | 31.7 | 25.9 | 25.9 | 31.9 | 29.7 | 26.4 | 30.4 | 11.9 | 11.7 | 9.9 | 7.5 | 67.18 | 62.78 | 51.92 | 44.20 |
Last rows
| df_index | objectid | datetimestr | discoveryacres | latitude | longitude | temp | maxt | precip | dew | humidity | wgust | tmp_plus_1 | tmp_plus_2 | tmp_minus_1 | tmp_minus_2 | precip_plus_1 | precip_plus_2 | precip_minus_1 | precip_minus_2 | wgust_plus_1 | wgust_plus_2 | wgust_minus_1 | wgust_minus_2 | maxt_plus_1 | maxt_plus_2 | maxt_minus_1 | maxt_minus_2 | dew_plus_1 | dew_plus_2 | dew_minus_1 | dew_minus_2 | humidity_plus_1 | humidity_plus_2 | humidity_minus_1 | humidity_minus_2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 183 | 917 | 28268.0 | 2017-08-23 | 0.1 | 41.82998 | -120.7510 | 22.1 | 30.0 | 0.00 | 10.2 | 53.89 | NaN | 21.0 | 20.5 | 21.8 | 22.5 | 0.00 | 0.00 | 10.20 | 0.00 | 38.9 | 25.9 | 37.1 | NaN | 31.2 | 31.7 | 30.7 | 33.9 | 5.9 | 3.5 | 9.7 | 3.4 | 44.68 | 41.25 | 51.24 | 35.63 |
| 184 | 922 | 28290.0 | 2015-08-03 | 0.1 | 37.95560 | -119.7120 | 18.7 | 25.2 | 0.00 | 2.0 | 35.87 | 38.9 | 17.2 | 17.3 | 20.3 | 20.1 | 0.00 | 0.00 | 0.00 | 0.10 | 37.1 | 37.1 | 31.7 | 35.3 | 22.8 | 23.5 | 26.2 | 26.0 | 1.9 | -0.3 | 6.2 | 6.5 | 36.98 | 33.15 | 41.69 | 42.18 |
| 185 | 927 | 28338.0 | 2017-08-01 | 0.1 | 37.47685 | -119.4728 | 25.0 | 31.1 | 0.12 | 6.5 | 33.20 | 33.5 | 24.4 | 23.4 | 23.8 | 22.9 | 0.40 | 0.36 | 0.00 | 0.00 | 42.5 | 40.7 | NaN | 42.5 | 32.3 | 30.2 | 30.8 | 30.2 | 9.2 | 9.3 | 5.6 | 5.8 | 40.06 | 43.40 | 33.35 | 35.68 |
| 186 | 932 | 28364.0 | 2015-09-04 | 0.1 | 41.72790 | -121.4962 | 9.3 | 15.0 | 0.00 | 0.3 | 56.83 | 59.0 | 8.3 | 11.3 | 13.1 | 14.5 | 0.00 | 0.00 | 0.00 | 0.00 | NaN | NaN | 38.9 | NaN | 17.2 | 22.2 | 18.9 | 21.7 | -2.2 | 0.0 | 0.5 | 4.7 | 55.57 | 53.84 | 45.01 | 55.01 |
| 187 | 937 | 28432.0 | 2019-06-22 | 0.1 | 38.08794 | -120.2963 | 23.0 | 31.9 | 0.00 | 4.3 | 34.04 | 38.9 | 24.2 | 23.9 | 21.3 | 22.7 | 0.00 | 0.00 | 0.00 | 0.00 | 38.9 | 46.4 | 42.5 | 53.6 | 33.2 | 32.3 | 28.8 | 29.0 | 7.9 | 8.2 | 8.8 | 12.9 | 40.44 | 41.43 | 51.62 | 57.47 |
| 188 | 942 | 28479.0 | 2015-08-29 | 0.2 | 36.60150 | -118.8104 | 28.0 | 35.6 | 0.38 | 11.5 | 37.29 | 55.4 | 24.9 | 23.6 | 29.4 | 28.8 | 0.00 | 0.00 | 0.00 | 0.00 | 40.7 | NaN | 29.5 | NaN | 31.9 | 32.6 | 38.9 | 37.8 | 10.6 | 9.8 | 11.0 | 9.9 | 42.28 | 44.91 | 34.06 | 33.44 |
| 189 | 947 | 28621.0 | 2017-09-12 | 0.1 | 39.60327 | -120.1812 | 19.0 | 27.9 | 2.32 | 9.8 | 58.89 | 53.3 | 17.8 | 15.6 | 20.9 | 19.0 | 2.07 | 0.00 | 0.86 | 0.00 | 47.6 | 46.8 | 58.9 | 29.1 | 27.0 | 23.6 | 30.5 | 28.9 | 8.0 | 7.0 | 5.6 | 4.2 | 56.02 | 60.13 | 41.14 | 42.51 |
| 190 | 952 | 28650.0 | 2019-08-08 | 0.1 | 41.45034 | -120.2425 | 21.2 | 31.0 | 0.08 | 1.6 | 33.21 | 44.6 | 17.7 | 11.9 | 22.6 | 22.2 | 0.19 | 6.44 | 0.00 | 0.00 | 47.9 | 77.8 | 40.7 | 29.5 | 26.1 | 18.6 | 33.7 | 31.6 | 1.1 | 6.4 | 2.8 | -1.1 | 36.00 | 70.46 | 31.45 | 24.48 |
| 191 | 957 | 28733.0 | 2018-07-21 | 0.1 | 38.14044 | -118.7997 | 16.3 | 27.5 | 4.28 | 9.8 | 69.60 | 29.5 | 17.1 | 17.2 | 16.6 | 19.5 | 5.48 | 3.21 | 6.87 | 2.23 | NaN | 29.5 | 33.5 | 61.2 | 26.8 | 28.2 | 27.0 | 30.1 | 8.9 | 7.7 | 9.4 | 5.4 | 62.63 | 57.97 | 66.59 | 42.04 |
| 192 | 962 | 28799.0 | 2015-06-11 | 0.1 | 41.11080 | -122.2019 | 22.6 | 31.6 | 0.00 | 3.9 | 32.25 | 31.7 | 25.6 | 23.8 | 22.1 | 23.7 | 0.00 | 0.00 | 0.00 | 0.78 | 35.3 | 29.1 | 60.8 | 50.1 | 33.9 | 31.3 | 29.8 | 33.6 | 6.5 | 4.3 | 9.6 | 12.6 | 32.08 | 30.38 | 53.12 | 53.92 |